Cheng Yuan, Pang Xin, Wan Hongjian, Ahammed Golam J, Yu Jiahong, Yao Zhuping, Ruan Meiying, Ye Qingjing, Li Zhimiao, Wang Rongqing, Yang Yuejian, Zhou Guozhi
State Key Laboratory Breeding Base for Zhejiang Sustainable Pest and Disease Control, Institute of Vegetables, Zhejiang Academy of Agricultural SciencesHangzhou, China.
Suzhou Polytechnic Institute of AgricultureSuzhou, China.
Front Plant Sci. 2017 Jun 29;8:1128. doi: 10.3389/fpls.2017.01128. eCollection 2017.
Due to its high sensitivity and reproducibility, quantitative real-time PCR (qPCR) is practiced as a useful research tool for targeted gene expression analysis. For qPCR operations, the normalization with suitable reference genes (RGs) is a crucial step that eventually determines the reliability of the obtained results. Although pepper is considered an ideal model plant for the study of non-climacteric fruit development, at present no specific RG have been developed or validated for the qPCR analyses of pepper fruit. Therefore, this study aimed to identify stably expressed genes for their potential use as RGs in pepper fruit studies. Initially, a total of 35 putative RGs were selected by mining the pepper transcriptome data sets derived from the PGP (Pepper Genome Platform) and PGD (Pepper Genome Database). Their expression stabilities were further measured in a set of pepper ( L. var. 007e) fruit samples, which represented four different fruit developmental stages (IM: Immature; MG: Mature green; B: Break; MR: Mature red) using the qPCR analysis. Then, based on the qPCR results, three different statistical algorithms, namely geNorm, Normfinder, and boxplot, were chosen to evaluate the expression stabilities of these putative RGs. It should be noted that nine genes were proven to be qualified as RGs during pepper fruit development, namely (CA00g79660); (CA06g02180); (CA06g05650); (Capana12g002666); (Capana10g001439); (Capana05g000680); (Capana01g002973); (Capana11g000123); (Capana04g002411); and (Capana08g001826). Further analysis based on geNorm suggested that the application of the two most stably expressed genes ( and ) would provide optimal transcript normalization in the qPCR experiments. Therefore, a new and comprehensive strategy for the identification of optimal RGs was developed. This strategy allowed for the effective normalization of the qPCR analysis of the pepper fruit development at the whole pepper genome level. This study not only explored the optimal RGs specific for studying pepper fruit development, but also introduced a referable strategy of RG mining which could potentially be implicated in other plant species.
由于其高灵敏度和可重复性,定量实时PCR(qPCR)被用作靶向基因表达分析的一种有用研究工具。对于qPCR操作,使用合适的内参基因(RGs)进行标准化是最终决定所得结果可靠性的关键步骤。尽管辣椒被认为是研究非跃变型果实发育的理想模式植物,但目前尚未开发或验证用于辣椒果实qPCR分析的特定内参基因。因此,本研究旨在鉴定稳定表达的基因,以便在辣椒果实研究中用作内参基因。最初,通过挖掘来自PGP(辣椒基因组平台)和PGD(辣椒基因组数据库)的辣椒转录组数据集,共选择了35个假定的内参基因。使用qPCR分析在一组代表四个不同果实发育阶段(IM:未成熟;MG:成熟绿色;B:破色;MR:成熟红色)的辣椒(L. var. 007e)果实样品中进一步测量它们的表达稳定性。然后,基于qPCR结果,选择三种不同的统计算法,即geNorm、Normfinder和箱线图,来评估这些假定内参基因的表达稳定性。应该注意的是,九个基因在辣椒果实发育过程中被证明有资格作为内参基因,即(CA00g79660);(CA06g02180);(CA06g05650);(Capana12g002666);(Capana10g001439);(Capana05g000680);(Capana01g002973);(Capana11g000123);(Capana04g002411);和(Capana08g001826)。基于geNorm的进一步分析表明,应用两个最稳定表达的基因(和)将在qPCR实验中提供最佳的转录本标准化。因此,开发了一种新的、全面的鉴定最佳内参基因的策略。该策略允许在整个辣椒基因组水平上对辣椒果实发育的qPCR分析进行有效标准化。本研究不仅探索了用于研究辣椒果实发育的最佳内参基因,还引入了一种可参考的内参基因挖掘策略,该策略可能适用于其他植物物种。